Job Description
Job Description
Own fraud monitoring: design, build, and iterate dashboards.Run the reviews: perform scheduled reads of dashboards, triage anomalies, and flag emerging farming/cheat strategies not covered by current models.Report the intel: publish periodic anti-fraud reports with executive summaries.Validate patterns: deep-dive game telemetry to confirm suspected patterns and identify data signatures that distinguish them.Label at scale: conduct large-batch manual user reviews, deliver clean, reliable datasets for model training.Size the risk: estimate affected populations, economy, and severity; propose containment/mitigation priorities.Investigate incidents: handle false-positive appeals and external allegations; document findings, and recommend policy/model/data fixes.
Archetype. An analytical investigator who lives in SQL and dashboards, with inquisitive mindset and ability to think adversarially. Not a model builder but model‑adjacent: they establish monitoring, surface ano...
Own fraud monitoring: design, build, and iterate dashboards.Run the reviews: perform scheduled reads of dashboards, triage anomalies, and flag emerging farming/cheat strategies not covered by current models.Report the intel: publish periodic anti-fraud reports with executive summaries.Validate patterns: deep-dive game telemetry to confirm suspected patterns and identify data signatures that distinguish them.Label at scale: conduct large-batch manual user reviews, deliver clean, reliable datasets for model training.Size the risk: estimate affected populations, economy, and severity; propose containment/mitigation priorities.Investigate incidents: handle false-positive appeals and external allegations; document findings, and recommend policy/model/data fixes.
Archetype. An analytical investigator who lives in SQL and dashboards, with inquisitive mindset and ability to think adversarially. Not a model builder but model‑adjacent: they establish monitoring, surface ano...